Sivan Talaei

Reliability-Guided Vision-Language Decoding with Text-Aware Skip Refinement for Medical Image Segmentation

Medical image segmentation remains challenging when targets exhibit limited visual distinction, irregular structure, or substantial variation across imaging modalities. Medical text can reduce this ambiguity, but indiscriminate fusion may introduce unreliable guidance. We present RELiF, a vision--language framework tha...